Pandas Profiling Report

Dataset statistics

Number of variables	12
Number of observations	2191
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	205.5 KiB
Average record size in memory	96.1 B

Variable types

DateTime	1
Categorical	1
Numeric	10

Warnings

`PM_RETIRO` is highly correlated with `PM_CIUDADLINEAL`	High correlation
`PM_CIUDADLINEAL` is highly correlated with `PM_RETIRO`	High correlation
`DEW_POINT` is highly correlated with `TEMPERATURE`	High correlation
`TEMPERATURE` is highly correlated with `DEW_POINT`	High correlation
`COMMULATIVE_PRECIPITATION` is highly skewed (γ1 = 46.80810625)	Skewed
`FECHA` has unique values	Unique
`PM_RETIRO` has 1115 (50.9%) zeros	Zeros
`PM_VALLECAS` has 1250 (57.1%) zeros	Zeros
`PM_CIUDADLINEAL` has 1118 (51.0%) zeros	Zeros
`PM_CENTRO` has 36 (1.6%) zeros	Zeros
`COMMULATIVE_PRECIPITATION` has 1750 (79.9%) zeros	Zeros

Reproduction

Analysis started	2021-05-04 15:10:53.360340
Analysis finished	2021-05-04 15:11:15.887157
Duration	22.53 seconds
Software version	pandas-profiling v2.11.0
Download configuration	config.yaml

FECHA
Date

UNIQUE

Distinct	2191
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	17.2 KiB

Minimum	2010-01-01 00:00:00
Maximum	2015-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

SEASON
Categorical

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	17.2 KiB

2	552
1	552
3	546
4	541

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2191
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	4
3rd row	4
4th row	4
5th row	4

Value	Count	Frequency (%)
2	552	25.2%
1	552	25.2%
3	546	24.9%
4	541	24.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	552	25.2%
2	552	25.2%
3	546	24.9%
4	541	24.7%

Most occurring characters

Value	Count	Frequency (%)
1	552	25.2%
2	552	25.2%
3	546	24.9%
4	541	24.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2191	100.0%

Most frequent character per category

Value	Count	Frequency (%)
1	552	25.2%
2	552	25.2%
3	546	24.9%
4	541	24.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	2191	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	552	25.2%
2	552	25.2%
3	546	24.9%
4	541	24.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2191	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	552	25.2%
2	552	25.2%
3	546	24.9%
4	541	24.7%

PM_RETIRO
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	998
Distinct (%)	45.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	43.92409122
Minimum	0
Maximum	564.7083333
Zeros	1115
Zeros (%)	50.9%
Memory size	17.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	66.45833333
95-th percentile	183.0528846
Maximum	564.7083333
Range	564.7083333
Interquartile range (IQR)	66.45833333

Descriptive statistics

Standard deviation	68.72708376
Coefficient of variation (CV)	1.564678559
Kurtosis	6.430955004
Mean	43.92409122
Median Absolute Deviation (MAD)	0
Skewness	2.243863554
Sum	96237.68387
Variance	4723.412042
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1115	50.9%
31.875	4	0.2%
14.375	3	0.1%
26.56521739	3	0.1%
15.79166667	3	0.1%
18.83333333	3	0.1%
43.91666667	3	0.1%
29.625	2	0.1%
64.70833333	2	0.1%
24.95833333	2	0.1%
Other values (988)	1051	48.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1115	50.9%
3	1	< 0.1%
3.291666667	1	< 0.1%
3.541666667	1	< 0.1%
3.545454545	1	< 0.1%

Value	Count	Frequency (%)
564.7083333	1	< 0.1%
488.9166667	1	< 0.1%
439.9166667	1	< 0.1%
416.6666667	1	< 0.1%
399.7083333	1	< 0.1%

PM_VALLECAS
Real number (ℝ_≥0)

ZEROS

Distinct	881
Distinct (%)	40.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	39.66228327
Minimum	0
Maximum	593
Zeros	1250
Zeros (%)	57.1%
Memory size	17.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	61.4682971
95-th percentile	179.9089027
Maximum	593
Range	593
Interquartile range (IQR)	61.4682971

Descriptive statistics

Standard deviation	67.35235951
Coefficient of variation (CV)	1.698146298
Kurtosis	8.38567089
Mean	39.66228327
Median Absolute Deviation (MAD)	0
Skewness	2.495710493
Sum	86900.06264
Variance	4536.340331
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1250	57.1%
101.0416667	3	0.1%
112	3	0.1%
45.29166667	3	0.1%
55	3	0.1%
24.41666667	2	0.1%
116.7083333	2	0.1%
77.08333333	2	0.1%
22.375	2	0.1%
63.875	2	0.1%
Other values (871)	919	41.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1250	57.1%
4.733333333	1	< 0.1%
4.9	1	< 0.1%
4.958333333	1	< 0.1%
5.782608696	1	< 0.1%

Value	Count	Frequency (%)
593	1	< 0.1%
518.047619	1	< 0.1%
442.625	1	< 0.1%
439.4583333	1	< 0.1%
397.5833333	1	< 0.1%

PM_CIUDADLINEAL
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	1003
Distinct (%)	45.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	43.54700502
Minimum	0
Maximum	510.0434783
Zeros	1118
Zeros (%)	51.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	64.91666667
95-th percentile	185.1958333
Maximum	510.0434783
Range	510.0434783
Interquartile range (IQR)	64.91666667

Descriptive statistics

Standard deviation	69.05689528
Coefficient of variation (CV)	1.585801256
Kurtosis	6.382821052
Mean	43.54700502
Median Absolute Deviation (MAD)	0
Skewness	2.288068084
Sum	95411.488
Variance	4768.854785
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1118	51.0%
71.58333333	3	0.1%
33.54166667	3	0.1%
23.66666667	3	0.1%
37.5	2	0.1%
23.58333333	2	0.1%
60.625	2	0.1%
96.45833333	2	0.1%
57.70833333	2	0.1%
23.41666667	2	0.1%
Other values (993)	1052	48.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1118	51.0%
3.842105263	1	< 0.1%
4.857142857	1	< 0.1%
5	1	< 0.1%
5.833333333	1	< 0.1%

Value	Count	Frequency (%)
510.0434783	1	< 0.1%
466.7916667	1	< 0.1%
423.2916667	1	< 0.1%
417.4666667	1	< 0.1%
415.8333333	1	< 0.1%

PM_CENTRO
Real number (ℝ_≥0)

ZEROS

Distinct	1801
Distinct (%)	82.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	94.3325817
Minimum	0
Maximum	568.5652174
Zeros	36
Zeros (%)	1.6%
Memory size	17.2 KiB

Quantile statistics

Minimum	0
5-th percentile	13.70833333
Q1	37.5327381
median	73.375
Q3	124.6666667
95-th percentile	250.3125
Maximum	568.5652174
Range	568.5652174
Interquartile range (IQR)	87.13392857

Descriptive statistics

Standard deviation	78.00042362
Coefficient of variation (CV)	0.8268662027
Kurtosis	3.759383961
Mean	94.3325817
Median Absolute Deviation (MAD)	41.5
Skewness	1.680332444
Sum	206682.6865
Variance	6084.066085
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	1.6%
43.54166667	4	0.2%
22.04166667	4	0.2%
25.08333333	4	0.2%
14.41666667	3	0.1%
67.45833333	3	0.1%
43.41666667	3	0.1%
25.625	3	0.1%
122.2916667	3	0.1%
54.625	3	0.1%
Other values (1791)	2125	97.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	36	1.6%
3.181818182	1	< 0.1%
6.083333333	1	< 0.1%
6.333333333	1	< 0.1%
6.541666667	1	< 0.1%

Value	Count	Frequency (%)
568.5652174	1	< 0.1%
537.25	1	< 0.1%
492.75	1	< 0.1%
464.375	1	< 0.1%
449.75	1	< 0.1%

DEW_POINT
Real number (ℝ)

HIGH CORRELATION

Distinct	998
Distinct (%)	45.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.074797095
Minimum	-33.33333333
Maximum	26.20833333
Zeros	2
Zeros (%)	0.1%
Memory size	17.2 KiB

Quantile statistics

Minimum	-33.33333333
5-th percentile	-20.29166667
Q1	-9.75
median	2.291666667
Q3	15.08333333
95-th percentile	21.95833333
Maximum	26.20833333
Range	59.54166667
Interquartile range (IQR)	24.83333333

Descriptive statistics

Standard deviation	13.9572431
Coefficient of variation (CV)	6.727040027
Kurtosis	-1.218974946
Mean	2.074797095
Median Absolute Deviation (MAD)	12.45833333
Skewness	-0.1381714527
Sum	4545.880435
Variance	194.8046351
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-9.75	7	0.3%
18.95833333	7	0.3%
16.79166667	7	0.3%
16.91666667	7	0.3%
20	7	0.3%
21.25	7	0.3%
14.91666667	6	0.3%
19.83333333	6	0.3%
22.25	6	0.3%
-7.25	6	0.3%
Other values (988)	2125	97.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-33.33333333	1	< 0.1%
-31.70833333	1	< 0.1%
-27.45833333	1	< 0.1%
-27.20833333	1	< 0.1%
-26.625	1	< 0.1%

Value	Count	Frequency (%)
26.20833333	2	0.1%
25.625	1	< 0.1%
25.375	1	< 0.1%
25.33333333	1	< 0.1%
25.25	1	< 0.1%

HUMIDITY
Real number (ℝ_≥0)

Distinct	1296
Distinct (%)	59.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	54.38462695
Minimum	0
Maximum	100
Zeros	11
Zeros (%)	0.5%
Memory size	17.2 KiB

Quantile statistics

Minimum	0
5-th percentile	21.45833333
Q1	37.70833333
median	55.04166667
Q3	70.89583333
95-th percentile	86.70710784
Maximum	100
Range	100
Interquartile range (IQR)	33.1875

Descriptive statistics

Standard deviation	20.60985512
Coefficient of variation (CV)	0.3789647235
Kurtosis	-0.8250369418
Mean	54.38462695
Median Absolute Deviation (MAD)	16.5
Skewness	-0.1122573834
Sum	119156.7177
Variance	424.766128
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	0.5%
49	6	0.3%
58.45833333	6	0.3%
80.125	6	0.3%
57.04166667	6	0.3%
37.58333333	5	0.2%
40.58333333	5	0.2%
35.16666667	5	0.2%
67.04166667	5	0.2%
54.33333333	5	0.2%
Other values (1286)	2131	97.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	0.5%
6.75	1	< 0.1%
8.333333333	1	< 0.1%
8.916666667	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
100	2	0.1%
99	1	< 0.1%
97.95833333	1	< 0.1%
96.95833333	1	< 0.1%
96.08333333	1	< 0.1%

PREASSURE
Real number (ℝ_≥0)

Distinct	852
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1011.378024
Minimum	0
Maximum	1043.458333
Zeros	11
Zeros (%)	0.5%
Memory size	17.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1000.4375
Q1	1007.875
median	1016.25
Q3	1024.5625
95-th percentile	1032.729167
Maximum	1043.458333
Range	1043.458333
Interquartile range (IQR)	16.6875

Descriptive statistics

Standard deviation	72.5619767
Coefficient of variation (CV)	0.07174565296
Kurtosis	187.0859274
Mean	1011.378024
Median Absolute Deviation (MAD)	8.375
Skewness	-13.60847839
Sum	2215929.25
Variance	5265.240463
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	0.5%
1020.875	8	0.4%
1007.833333	8	0.4%
1014	8	0.4%
1019.125	7	0.3%
1027.208333	7	0.3%
1007.875	7	0.3%
1002.041667	7	0.3%
1015.916667	7	0.3%
1020.666667	7	0.3%
Other values (842)	2114	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	0.5%
994.0416667	1	< 0.1%
994.4583333	2	0.1%
994.8333333	1	< 0.1%
994.9583333	1	< 0.1%

Value	Count	Frequency (%)
1043.458333	1	< 0.1%
1041.708333	1	< 0.1%
1039.708333	1	< 0.1%
1039.583333	1	< 0.1%
1039.5	1	< 0.1%

TEMPERATURE
Real number (ℝ)

HIGH CORRELATION

Distinct	1526
Distinct (%)	69.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	17.89117975
Minimum	-4.277322404
Maximum	34.5204918
Zeros	0
Zeros (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	-4.277322404
5-th percentile	3.321721311
Q1	8.888661202
median	19.08333333
Q3	26.63114754
95-th percentile	30.45628415
Maximum	34.5204918
Range	38.79781421
Interquartile range (IQR)	17.74248634

Descriptive statistics

Standard deviation	9.385066363
Coefficient of variation (CV)	0.5245638629
Kurtosis	-1.306470141
Mean	17.89117975
Median Absolute Deviation (MAD)	8.538251366
Skewness	-0.2101688121
Sum	39199.57484
Variance	88.07947064
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.60928962	7	0.3%
27.31420765	7	0.3%
28.47540984	6	0.3%
21.84972678	5	0.2%
27.99726776	5	0.2%
3.543715847	5	0.2%
29.09016393	5	0.2%
28.8510929	5	0.2%
9.827868852	4	0.2%
21.06420765	4	0.2%
Other values (1516)	2138	97.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-4.277322404	1	< 0.1%
-2.706284153	1	< 0.1%
-2.672131148	1	< 0.1%
-2.603825137	1	< 0.1%
-2.023224044	1	< 0.1%

Value	Count	Frequency (%)
34.5204918	1	< 0.1%
34.11065574	1	< 0.1%
34.11065574	1	< 0.1%
33.56420765	2	0.1%
32.98360656	1	< 0.1%

WIND_SPEED
Real number (ℝ_≥0)

Distinct	2156
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	23.26215979
Minimum	1.244583333
Maximum	463.1879167
Zeros	0
Zeros (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	1.244583333
5-th percentile	2.501875
Q1	5.679583333
median	10.70875
Q3	21.58041667
95-th percentile	84.67416667
Maximum	463.1879167
Range	461.9433333
Interquartile range (IQR)	15.90083333

Descriptive statistics

Standard deviation	41.02850686
Coefficient of variation (CV)	1.76374452
Kurtosis	29.34404446
Mean	23.26215979
Median Absolute Deviation (MAD)	6.113333333
Skewness	4.769878438
Sum	50967.3921
Variance	1683.338375
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.9725	3	0.1%
6.05	2	0.1%
11.43416667	2	0.1%
5.384166667	2	0.1%
11.19666667	2	0.1%
8.084166667	2	0.1%
1.934166667	2	0.1%
6.05375	2	0.1%
5.60625	2	0.1%
1.655	2	0.1%
Other values (2146)	2170	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.244583333	1	< 0.1%
1.4125	1	< 0.1%
1.484583333	1	< 0.1%
1.486666667	1	< 0.1%
1.50375	1	< 0.1%

Value	Count	Frequency (%)
463.1879167	1	< 0.1%
407.3533333	1	< 0.1%
384.4254167	1	< 0.1%
365.43875	1	< 0.1%
365.4116667	1	< 0.1%

COMMULATIVE_PRECIPITATION
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	179
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	458.2136011
Minimum	0
Maximum	999990
Zeros	1750
Zeros (%)	79.9%
Memory size	17.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10.9
Maximum	999990
Range	999990
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	21363.56483
Coefficient of variation (CV)	46.62359385
Kurtosis	2190.999207
Mean	458.2136011
Median Absolute Deviation (MAD)	0
Skewness	46.80810625
Sum	1003946
Variance	456401902.4
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1750	79.9%
0.1	48	2.2%
0.2	31	1.4%
0.4	15	0.7%
0.6	10	0.5%
0.3	9	0.4%
0.8	9	0.4%
0.9	8	0.4%
0.7	8	0.4%
0.5	6	0.3%
Other values (169)	297	13.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1750	79.9%
0.1	48	2.2%
0.2	31	1.4%
0.3	9	0.4%
0.4	15	0.7%

Value	Count	Frequency (%)
999990	1	< 0.1%
223	1	< 0.1%
203.6	1	< 0.1%
102.3	1	< 0.1%
75.8	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	FECHA	SEASON	PM_CENTRO	DEW_POINT	HUMIDITY	PREASSURE	TEMPERATURE	WIND_SPEED	COMMULATIVE_PRECIPITATION
0	2010-01-01	4	129.000000	-18.750000	38.458333	1017.083333	2.040984	14.458333	0.0
1	2010-01-02	4	144.333333	-8.500000	77.937500	1024.750000	3.372951	24.860000	0.0
2	2010-01-03	4	78.375000	-10.125000	87.916667	1022.791667	0.572404	70.937917	11.2
3	2010-01-04	4	29.291667	-20.875000	46.208333	1029.291667	-1.852459	111.160833	0.0
4	2010-01-05	4	43.541667	-24.583333	42.041667	1033.625000	-4.277322	56.920000	0.0
5	2010-01-06	4	59.375000	-23.708333	39.208333	1033.750000	-2.706284	18.511667	0.0
6	2010-01-07	4	72.458333	-21.250000	49.000000	1034.083333	-2.672131	10.170000	0.0
7	2010-01-08	4	174.333333	-17.125000	64.541667	1028.000000	-2.023224	1.972917	0.0
8	2010-01-09	4	84.750000	-16.333333	57.250000	1029.041667	0.094262	13.298750	0.0
9	2010-01-10	4	55.083333	-15.958333	56.500000	1032.500000	0.401639	17.415833	0.0

Last rows

	FECHA	SEASON	PM_RETIRO	PM_VALLECAS	PM_CIUDADLINEAL	PM_CENTRO	DEW_POINT	HUMIDITY	PREASSURE	TEMPERATURE	WIND_SPEED
2181	2015-12-22	4	331.666667	351.235294	327.666667	336.958333	-4.416667	89.166667	1027.958333	5.217213	3.479167
2182	2015-12-23	4	275.041667	257.217391	250.125000	254.541667	-5.958333	70.458333	1026.500000	7.266393	6.203333
2183	2015-12-24	4	125.347826	119.916667	108.727273	100.416667	-6.750000	64.208333	1027.000000	7.334699	4.504167
2184	2015-12-25	4	564.708333	518.047619	510.043478	537.250000	-4.000000	96.083333	1019.250000	4.704918	2.267083
2185	2015-12-26	4	266.521739	255.083333	238.208333	254.333333	-5.041667	86.583333	1024.916667	5.114754	4.301250
2186	2015-12-27	4	52.791667	66.041667	57.708333	56.208333	-13.958333	53.541667	1038.625000	2.928962	3.950833
2187	2015-12-28	4	117.416667	119.583333	111.833333	112.416667	-11.458333	60.750000	1035.041667	4.056011	13.656667
2188	2015-12-29	4	323.416667	361.500000	330.750000	331.875000	-6.625000	76.125000	1028.875000	5.285519	1.244583
2189	2015-12-30	4	51.791667	135.500000	94.291667	101.750000	-8.750000	58.458333	1030.375000	7.300546	26.502500
2190	2015-12-31	4	63.826087	83.166667	61.304348	70.875000	-10.083333	59.416667	1032.458333	5.251366	9.073333

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows